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Bayesian hierarchically weighted finite mixture models for samples of distributions

Finite mixtures of Gaussian distributions are known to provide an accurate approximation to any unknown density. Motivated by DNA repair studies in which data are collected for samples of cells from different individuals, we propose a class of hierarchically weighted finite mixture models. The model...

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Bibliografiske detaljer
Main Authors: Rodriguez, Abel, Dunson, David B., Taylor, Jack
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2009
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2733158/
https://ncbi.nlm.nih.gov/pubmed/18708650
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxn024
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